Time Series as Language: A Universal Tokenizer for General-Purpose Time Series Foundation Models

In three linesUniTok is a universal tokenizer converting continuous time series into discrete tokens. UniTok-FM, a foundation model pretrained via next-token prediction, supports zero-shot forecasting, generation and classification via training-free in-context inference without task-specific modifications.

Summary generated by Claude — human-verified